List your company
ResearchFormerly WizWand

Data Reconstruction Attack on ImageNet

13.49PSNRAWA
8.37329.701611.0312.3584Aug 13, 2023
Updated 5mo ago

Evaluation results

MethodLinks
AWANumber of images (N)=8, Epochs (E)=8, Mini-batches (B)=42023.0813.4964.20.573
AWANumber of images (N)=8, Epochs (E)=16, Mini-batches (B)=42023.0812.4256.10.611
AWANumber of images (N)=16, Epochs (E)=16, Mini-batches (B)=42023.0812.3359.70.642
AWANumber of images (N)=32, Epochs (E)=8, Mini-batches (B)=42023.0812.2157.80.636
AWANumber of images (N)=16, Epochs (E)=8, Mini-batches (B)=42023.0812.1356.90.646
AWANumber of images (N)=32, Epochs (E)=16, Mini-batches (B)=42023.0812.0454.80.647
AWANumber of images (N)=64, Epochs (E)=32, Mini-batches (B)=42023.0811.8755.50.68
AWANumber of images (N)=128, Epochs (E)=32, Mini-batches (B)=42023.0811.6753.50.676
AGICNumber of images (N)=8, Epochs (E)=8, Mini-batches (B)=42023.0811.13510.659
GENGNumber of images (N)=16, Epochs (E)=8, Mini-batches (B)=42023.0811.0836.80.7
AWANumber of images (N)=64, Epochs (E)=32, Mini-batches (B)=82023.0810.9545.10.694
AGICNumber of images (N)=16, Epochs (E)=8, Mini-batches (B)=42023.0810.8236.20.687
AWANumber of images (N)=128, Epochs (E)=32, Mini-batches (B)=82023.0810.5742.30.702
AGICNumber of images (N)=8, Epochs (E)=16, Mini-batches (B)=42023.0810.4736.20.703
AGICNumber of images (N)=16, Epochs (E)=16, Mini-batches (B)=42023.0810.4531.80.707
GENGNumber of images (N)=8, Epochs (E)=8, Mini-batches (B)=42023.0810.3141.40.69
GENGNumber of images (N)=16, Epochs (E)=16, Mini-batches (B)=42023.0810.3131.10.702
AGICNumber of images (N)=32, Epochs (E)=8, Mini-batches (B)=42023.0810.1631.10.717
GENGNumber of images (N)=8, Epochs (E)=16, Mini-batches (B)=42023.0810.0734.50.723
AGICNumber of images (N)=32, Epochs (E)=16, Mini-batches (B)=42023.089.9324.30.747
GENGNumber of images (N)=32, Epochs (E)=8, Mini-batches (B)=42023.089.6523.70.732
GENGNumber of images (N)=32, Epochs (E)=16, Mini-batches (B)=42023.089.53220.744
iDLGNumber of images (N)=32, Epochs (E)=16, Mini-batches (B)=42023.089.2731.046
iDLGNumber of images (N)=32, Epochs (E)=8, Mini-batches (B)=42023.089.2631.084
iDLGNumber of images (N)=16, Epochs (E)=16, Mini-batches (B)=42023.089.213.90.997
iDLGNumber of images (N)=16, Epochs (E)=8, Mini-batches (B)=42023.089.23.80.992
GENGNumber of images (N)=64, Epochs (E)=32, Mini-batches (B)=42023.089.142.30.804
GENGNumber of images (N)=64, Epochs (E)=32, Mini-batches (B)=82023.089.142.30.822
GENGNumber of images (N)=128, Epochs (E)=32, Mini-batches (B)=42023.089.062.80.804
GENGNumber of images (N)=128, Epochs (E)=32, Mini-batches (B)=82023.089.062.80.816
iDLGNumber of images (N)=8, Epochs (E)=8, Mini-batches (B)=42023.088.571.90.992
iDLGNumber of images (N)=8, Epochs (E)=16, Mini-batches (B)=42023.088.571.80.993